Fold 2 - Understanding why coefficient -4025521 was selected
Tag: CHILDREN
Selected Coefficient: -4025521
Taxonomy Path: -76.0.13.8
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 6
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| -4025521 | 6.000000 | -76.0.13.8 | -8.13.0.76 (-(8*79^3 + 13*79^2 + 76)) | Yes | |
| 0 | 6.000000 | 0 | 0 (0) | No | |
| 157 | 6.000160 | 78.1 | 1.78 (79 + 78) | No | |
| 123322317 | 6.000160 | 78.1.10.13.3 | 3.13.10.1.78 (3*79^4 + 13*79^3 + 10*79^2 + 79 + 78) | No | |
| 25216 | 7.000000 | 15.3.4 | 4.3.15 (4*79^2 + 3*79 + 15) | Luggage & Bags > Cosmetic & Toiletry Bags > Toiletry Bags | No |
| 510801136 | 7.000000 | 13.3.2.9.13 | 13.9.2.3.13 (13*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Skin Care Masks & Peels | No |
These are the training products that have the "CHILDREN" tag (processing sequence 969). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 3181 | Ultimate Life Natural Vitamin E Cream | 510801136 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Skin Care Masks & Peels | ACNE, ALL AGES, BEAUTY | 514826657 | CRADLE CAP, ECZEMA, MENOPAUSE, MOTHERS | |
| 3101 | Global Soap Shampoo Bars | 123322317 | BATHROOM | 127347838 | CLEANSE, HAIR CARE | ||
| 13592 | Seersucker Traveler Dopp Kit | 25216 | Luggage & Bags > Cosmetic & Toiletry Bags > Toiletry Bags | none | 4050737 | none | |
| 3098 | Global Soap Detox Skin Bar | 157 | BATHROOM | 4025678 | CLEANSE | ||
| 1520 | CHECK MATE BLANKET | 0 | APPAREL, BABY, CERAMIC | 4025521 | VALENTINES DAY | ||
| 9322 | Uncle moishy pesach usb kit | 0 | 30-40 | 4025521 | none | ||
| 1524 | EMERSON SLEEPER - BIG POLKA / PEWTER | -4025521 | APPAREL | 0 | none | ||
| 1513 | CHECKERED BABY HOODIE | -4025521 | APPAREL | 0 | none |